diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index 4f4991c..c1b219d 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -43,15 +43,20 @@ jobs:
       run: |
         sqlite-utils content.db 'drop table if exists news'
         yaml-to-sqlite content.db news news.yaml
+    - name: Fetch documentation database for search index
+      run: curl -o docs-index.db https://latest-docs.datasette.io/docs.db
     - name: Import stats.json
       run: |
         curl -O https://raw.githubusercontent.com/simonw/package-stats/main/stats.json
         python build_stats.py content.db stats.json
+    - name: Build search index
+      run: dogsheep-beta index dogsheep-index.db dogsheep-beta.yml
     - name: Soundness check
       run: |
         datasette . --get "/"
         datasette . --get "/plugins"
         datasette . --get "/news"
+        datasette . --get "/-/beta"
     - name: Set up Cloud Run
       uses: google-github-actions/setup-gcloud@master
       with:
@@ -62,7 +67,7 @@ jobs:
       run: |-
         gcloud config set run/region us-central1
         gcloud config set project datasette-222320
-        datasette publish cloudrun content.db \
+        datasette publish cloudrun content.db docs-index.db dogsheep-index.db \
           --service datasette-io \
           --template-dir=templates \
           --metadata=metadata.yml \
@@ -73,4 +78,5 @@ jobs:
           --install=python-dateutil \
           --install=datasette-vega \
           --install=datasette-atom \
-          --install=datasette-graphql
+          --install=datasette-graphql \
+          --install 'dogsheep-beta>=0.10'
diff --git a/dogsheep-beta.yml b/dogsheep-beta.yml
new file mode 100644
index 0000000..26db3f7
--- /dev/null
+++ b/dogsheep-beta.yml
@@ -0,0 +1,90 @@
+docs-index.db:
+    sections:
+        sql: |-
+            select
+              id as key,
+              title as title,
+              content as search_1,
+              null as timestamp,
+              1 as is_public
+            from
+              sections
+        display_sql: |-
+            select
+              page,
+              ref,
+              snippet(
+                sections_fts,
+                -1,
+                'b4de2a49c8',
+                '8c94a2ed4b',
+                '...',
+                60
+              ) as snippet
+            from
+              sections
+              join sections_fts on sections.rowid = sections_fts.rowid
+            where
+              sections_fts match escape_fts(:q)
+              and id = :key
+        display: |-
+            <h3>Docs: <a href="https://docs.datasette.io/en/latest/{{ display.page }}.html#{{ display.ref }}">{{ title }}</a></h3>
+            <p>{{ display.snippet.replace('b4de2a49c8', '<strong style="background-color: yellow">').replace('8c94a2ed4b', '</strong>')|safe }}</p>
+content.db:
+    plugins:
+        sql: |-
+            select
+                plugins.name as key,
+                plugins.name as title,
+                plugins.latest_release_at as timestamp,
+                plugins.description as search_1,
+                1 as is_public
+            from plugins
+        display: |-
+            <h3>Plugin: <a href="/plugins/{{ title }}">{{ title }}</a></h3>
+            <p>{{ search_1 }}</p>
+    releases:
+        sql: |-
+            select
+              releases.id as key,
+              repos.name || ' ' || releases.tag_name as title,
+              releases.published_at as timestamp,
+              releases.body as search_1,
+              1 as is_public
+            from
+              releases
+              join repos on releases.repo = repos.id
+        display_sql: |-
+            select
+              render_markdown(releases.body) as rendered_markdown,
+              html_url
+            from releases where id = :key
+        display: |-
+            <h3>Release: <a href="{{ display.html_url }}">{{ title }}</a></h3>
+            <p>{{ display.rendered_markdown|safe }}</p>
+            <p><small>Released {{ timestamp }}</small></p>
+    news:
+        sql: |-
+            select
+              date as key,
+              'Datasette News: ' || date as title,
+              date || 'T00:00:00-08:00' as timestamp,
+              group_concat(body, '
+
+            ') as search_1,
+              1 as is_public
+            from
+              news
+            group by
+              date
+            order by
+              date desc
+        display_sql: |-
+            select
+              render_markdown(group_concat(body, '
+
+            ')) as rendered_markdown
+            from news where date = :key
+        display: |-
+            <h3><a href="/news/{{ key }}">{{ title }}</a></h3>
+            <p>{{ display.rendered_markdown|safe }}</p>
\ No newline at end of file
diff --git a/metadata.yml b/metadata.yml
index e145d44..77b25ad 100644
--- a/metadata.yml
+++ b/metadata.yml
@@ -25,3 +25,8 @@ databases:
             date desc
           limit
             20
+plugins:
+  dogsheep-beta:
+    database: dogsheep-index
+    config_file: dogsheep-beta.yml
+    template_debug: true
diff --git a/requirements.txt b/requirements.txt
index af478fd..d7e7f7c 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,6 +5,7 @@ datasette-template-sql
 datasette-render-markdown
 datasette-vega
 datasette-atom
+dogsheep-beta>=0.10
 datasette-graphql
 sqlite-utils
 yaml-to-sqlite
diff --git a/templates/beta.html b/templates/beta.html
new file mode 100644
index 0000000..a6cfbb1
--- /dev/null
+++ b/templates/beta.html
@@ -0,0 +1,113 @@
+{% extends "page_base.html" %}
+
+{% block title %}Datasette search{% if q %}: {{ q }}{% endif %}{% endblock %}
+
+{% block content %}
+<style>
+.result {
+    padding: 1em 0;
+    border-bottom: 1px solid #666;
+}
+.result img {
+    max-width: 100%;
+}
+.facet h2 {
+    font-size: 1em;
+}
+.facet .x:link,
+.facet .x:visited,
+.facet .x:hover,
+.facet .x:focus,
+.facet .x:active {
+    text-decoration: none;
+}
+.facet .label {
+    word-wrap: break-word;
+}
+aside {
+    float: right;
+    width: 30%;
+}
+section.results {
+    margin-right: 30%;
+    padding-right: 2em;
+}
+pre, blockquote {
+    white-space: pre-wrap;
+}
+
+.beta-search input {
+    border: 1px solid #ccc;
+    border-radius: 3px;
+    padding: 9px 4px;
+    margin-right: 1em;
+}
+.beta-search input[type="submit"] {
+    color: #fff;
+    background-color: #8484f4;
+    border-color: #0e0c82;
+    -webkit-appearance: button;
+    font-weight: 400;
+    cursor: pointer;
+    text-align: center;
+    vertical-align: middle;
+    border-width: 1px;
+    border-style: solid;
+    padding: .4em 0.8em;
+    font-size: 0.9rem;
+    line-height: 1;
+    border-radius: .25rem;
+}
+</style>
+<h1>Search{% if q %}: {{ q }}{% endif %}</h1>
+
+<form action="/-/beta" method="get" class="beta-search"><div>
+    <input type="search" name="q" value="{{ q }}" id="q" style="min-width: 50%">
+    {% if sorted_by != "newest" %}
+        <input type="hidden" name="sort" value="{{ sorted_by }}">
+    {% endif %}
+    <input type="submit" value="Search">
+    {% for hidden in hiddens %}
+        <input type="hidden" name="{{ hidden.name }}" value="{{ hidden.value }}">
+    {% endfor %}
+</div></form>
+
+<p>Got {{ intcomma(count) }} result{% if count != 1 %}s{% endif %}, sorted by
+    <strong>{{ sorted_by }}</strong> /
+    {% for other_sort_order in other_sort_orders %}
+        <a href="{{ other_sort_order.url }}">{{ other_sort_order.label }}</a>{% if not loop.last %} / {% endif %}
+    {% endfor %}
+</p>
+
+<aside>
+{% if facets %}
+    {% for facet in facets %}
+        {% if facet.results %}
+            <div class="facet">
+                <h2>{{ facet.name }}</h2>
+                <ul>
+                {% for item in facet.results %}
+                    <li{% if item.selected %} class="selected"{% endif %}>
+                        {% if item.selected %}
+                            <span class="label">{{ item.label }}</span> <a href="{{ item.toggle_url }}" class="x">✖</a>
+                        {% else %}
+                        <a href="{{ item.toggle_url }}" class="label">{{ item.label }}</a>
+                        {% endif %}
+                        - <span class="count">{{ intcomma(item.count) }}</span>
+                    </li>
+                {% endfor %}
+                </ul>
+            </div>
+        {% endif %}
+    {% endfor %}
+{% endif %}
+</aside>
+
+<section class="results">
+{% for result in results %}
+    <div class="result" data-table-key="{{ result.type }}:{{ result.key }}">
+        {{ result.output|safe }}
+    </div>
+{% endfor %}
+</section>
+{% endblock %}